What is the role of NVIDIA Jetson in edge AI and offline deployments?
NVIDIA Jetson is a family of embedded computing platforms designed for edge AI. The lineup includes Jetson Orin Nano with 40 TOPS at $199, Jetson Orin NX with 100 TOPS, and Jetson AGX Orin with 275 TOPS. These modules combine an ARM CPU, NVIDIA GPU, and dedicated DLA (Deep Learning Accelerator) in a compact form factor. They support the full NVIDIA AI software stack including TensorRT, DeepStream for video analytics, and Isaac for robotics. Jetson runs Linux with CUDA support, enabling deployment of models trained on desktop GPUs. Common offline applications include smart cameras, autonomous robots, medical imaging devices, industrial quality control, and retail analytics. The power envelope of 7-60W makes Jetson suitable for always-on edge deployments without the power requirements of desktop GPUs.